Create reproducible ML pipelines with ZenML
Generate and view leaderboard for LLM evaluations
Quantize a model for faster inference
View RL Benchmark Reports
View and submit machine learning model evaluations
Calculate VRAM requirements for LLM models
Retrain models for new data at edge devices
Create and manage ML pipelines with ZenML Dashboard
Display and submit LLM benchmarks
Calculate memory needed to train AI models
Display and filter leaderboard models
Compare audio representation models using benchmark results
GIFT-Eval: A Benchmark for General Time Series Forecasting
Zenml Server is a powerful tool designed to create reproducible ML pipelines with ease. It provides a centralized environment for managing and orchestrating machine learning workflows, enabling teams to collaborate effectively and maintain consistency across projects. Zenml Server simplifies the process of building, sharing, and deploying machine learning models by offering a standardized framework for reproducibility and scalability.
What does Zenml Server do?
Zenml Server provides a centralized platform for managing machine learning workflows, enabling reproducibility, collaboration, and scalable deployment of ML models.
Do I need Zenml Server to use ZenML?
No, ZenML can be used without the server for local workflows. However, Zenml Server enhances collaboration, scalability, and centralized management for teams.
Can Zenml Server integrate with other tools?
Yes, Zenml Server supports integration with popular tools and frameworks in the ML ecosystem, allowing seamless workflow management.